Overview
Brought to you by YData
Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 17183 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 11.1 MiB |
| Average record size in memory | 675.1 B |
Variable types
| Numeric | 5 |
|---|---|
| DateTime | 1 |
| Categorical | 11 |
| Text | 4 |
is_wicket has constant value "1" | Constant |
extras is highly overall correlated with wide | High correlation |
match_no is highly overall correlated with stage | High correlation |
over is highly overall correlated with over_number | High correlation |
over_number is highly overall correlated with over | High correlation |
stage is highly overall correlated with match_no and 1 other fields | High correlation |
venue is highly overall correlated with stage | High correlation |
wide is highly overall correlated with extras | High correlation |
stage is highly imbalanced (70.6%) | Imbalance |
wide is highly imbalanced (76.6%) | Imbalance |
legbyes is highly imbalanced (90.6%) | Imbalance |
byes is highly imbalanced (98.3%) | Imbalance |
noballs is highly imbalanced (96.3%) | Imbalance |
wicket_type is highly imbalanced (88.6%) | Imbalance |
runs_of_bat has 6253 (36.4%) zeros | Zeros |
extras has 16218 (94.4%) zeros | Zeros |
over_number has 924 (5.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-13 15:33:41.773638 |
|---|---|
| Analysis finished | 2025-06-13 15:33:52.069805 |
| Duration | 10.3 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
match_no
Real number (ℝ)
High correlation
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.110924 |
| Minimum | 1 |
|---|---|
| Maximum | 74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 134.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 19 |
| median | 37 |
| Q3 | 56 |
| 95-th percentile | 71 |
| Maximum | 74 |
| Range | 73 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 21.460771 |
|---|---|
| Coefficient of variation (CV) | 0.57828717 |
| Kurtosis | -1.2029432 |
| Mean | 37.110924 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.033874446 |
| Sum | 637677 |
| Variance | 460.56469 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 261 | 1.5% |
| 32 | 260 | 1.5% |
| 23 | 259 | 1.5% |
| 21 | 258 | 1.5% |
| 48 | 256 | 1.5% |
| 9 | 256 | 1.5% |
| 64 | 254 | 1.5% |
| 22 | 254 | 1.5% |
| 42 | 253 | 1.5% |
| 54 | 253 | 1.5% |
| Other values (63) | 14619 |
| Value | Count | Frequency (%) |
| 1 | 223 | |
| 2 | 261 | |
| 3 | 243 | |
| 4 | 246 | |
| 5 | 252 | |
| 6 | 232 | |
| 7 | 230 | |
| 8 | 250 | |
| 9 | 256 | |
| 10 | 217 |
| Value | Count | Frequency (%) |
| 74 | 252 | |
| 73 | 244 | |
| 72 | 247 | |
| 71 | 147 | |
| 70 | 244 | |
| 69 | 244 | |
| 68 | 246 | |
| 67 | 242 | |
| 66 | 249 | |
| 65 | 247 |
date
Date
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 134.4 KiB |
| Minimum | 2025-03-22 00:00:00 |
|---|---|
| Maximum | 2025-06-03 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
stage
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| League stage | |
|---|---|
| Playoffs stage | 890 |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 12.103591 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | League stage |
|---|---|
| 2nd row | League stage |
| 3rd row | League stage |
| 4th row | League stage |
| 5th row | League stage |
Common Values
| Value | Count | Frequency (%) |
| League stage | 16293 | |
| Playoffs stage | 890 | 5.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| stage | 17183 | |
| league | 16293 | |
| playoffs | 890 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 49769 | |
| a | 34366 | |
| g | 33476 | |
| s | 18073 | 8.7% |
| 17183 | 8.3% | |
| t | 17183 | 8.3% |
| L | 16293 | 7.8% |
| u | 16293 | 7.8% |
| f | 1780 | 0.9% |
| P | 890 | 0.4% |
| Other values (3) | 2670 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 173610 | |
| Space Separator | 17183 | 8.3% |
| Uppercase Letter | 17183 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 49769 | |
| a | 34366 | |
| g | 33476 | |
| s | 18073 | 10.4% |
| t | 17183 | 9.9% |
| u | 16293 | 9.4% |
| f | 1780 | 1.0% |
| l | 890 | 0.5% |
| y | 890 | 0.5% |
| o | 890 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 16293 | |
| P | 890 | 5.2% |
Space Separator
| Value | Count | Frequency (%) |
| 17183 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 190793 | |
| Common | 17183 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 49769 | |
| a | 34366 | |
| g | 33476 | |
| s | 18073 | 9.5% |
| t | 17183 | 9.0% |
| L | 16293 | 8.5% |
| u | 16293 | 8.5% |
| f | 1780 | 0.9% |
| P | 890 | 0.5% |
| l | 890 | 0.5% |
| Other values (2) | 1780 | 0.9% |
Common
| Value | Count | Frequency (%) |
| 17183 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 207976 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 49769 | |
| a | 34366 | |
| g | 33476 | |
| s | 18073 | 8.7% |
| 17183 | 8.3% | |
| t | 17183 | 8.3% |
| L | 16293 | 7.8% |
| u | 16293 | 7.8% |
| f | 1780 | 0.9% |
| P | 890 | 0.4% |
| Other values (3) | 2670 | 1.3% |
venue
Categorical
High correlation
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Narendra Modi Stadium, Ahmedabad | |
|---|---|
| Bharat Ratna Shri Atal Bihari Vajpayee Ekana Cricket Stadium, Lucknow | |
| Arun Jaitley Stadium, Delhi | |
| Sawai Mansingh Stadium, Jaipur | |
| Wankhede Stadium, Mumbai | |
| Other values (9) |
Length
| Max length | 82 |
|---|---|
| Median length | 66 |
| Mean length | 39.596287 |
| Min length | 21 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Eden Gardens, Kolkata |
|---|---|
| 2nd row | Eden Gardens, Kolkata |
| 3rd row | Eden Gardens, Kolkata |
| 4th row | Eden Gardens, Kolkata |
| 5th row | Eden Gardens, Kolkata |
Common Values
| Value | Count | Frequency (%) |
| Narendra Modi Stadium, Ahmedabad | 2257 | |
| Bharat Ratna Shri Atal Bihari Vajpayee Ekana Cricket Stadium, Lucknow | 1951 | |
| Arun Jaitley Stadium, Delhi | 1719 | |
| Sawai Mansingh Stadium, Jaipur | 1669 | |
| Wankhede Stadium, Mumbai | 1627 | |
| Eden Gardens, Kolkata | 1582 | |
| MA Chidambaram Stadium, Chennai | 1426 | |
| Rajiv Gandhi International Stadium, Hyderabad | 1305 | |
| M.Chinnaswamy Stadium, Bengaluru | 1125 | |
| Maharaja Yadavindra Singh International Cricket Stadium, Mullanpur, Chandigarh | 1077 | |
| Other values (4) | 1445 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| stadium | 15601 | 18.3% |
| cricket | 4473 | 5.2% |
| international | 2629 | 3.1% |
| narendra | 2257 | 2.6% |
| modi | 2257 | 2.6% |
| ahmedabad | 2257 | 2.6% |
| ratna | 1951 | 2.3% |
| shri | 1951 | 2.3% |
| atal | 1951 | 2.3% |
| bihari | 1951 | 2.3% |
| Other values (41) | 48032 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 101951 | |
| 68127 | 10.0% | |
| i | 53148 | 7.8% |
| d | 39912 | 5.9% |
| n | 39389 | 5.8% |
| t | 35684 | 5.2% |
| r | 33987 | 5.0% |
| e | 30656 | 4.5% |
| u | 27947 | 4.1% |
| h | 25870 | 3.8% |
| Other values (35) | 223712 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 499670 | |
| Uppercase Letter | 91102 | 13.4% |
| Space Separator | 68127 | 10.0% |
| Other Punctuation | 21021 | 3.1% |
| Dash Punctuation | 463 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 101951 | |
| i | 53148 | |
| d | 39912 | 8.0% |
| n | 39389 | 7.9% |
| t | 35684 | 7.1% |
| r | 33987 | 6.8% |
| e | 30656 | 6.1% |
| u | 27947 | 5.6% |
| h | 25870 | 5.2% |
| m | 24431 | 4.9% |
| Other values (12) | 86695 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 21008 | |
| M | 10752 | |
| C | 10700 | |
| A | 8995 | |
| B | 5509 | 6.0% |
| R | 4182 | 4.6% |
| E | 3533 | 3.9% |
| J | 3388 | 3.7% |
| G | 3369 | 3.7% |
| D | 2898 | 3.2% |
| Other values (9) | 16768 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 18507 | |
| . | 2514 | 12.0% |
Space Separator
| Value | Count | Frequency (%) |
| 68127 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 463 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 590772 | |
| Common | 89611 | 13.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 101951 | |
| i | 53148 | 9.0% |
| d | 39912 | 6.8% |
| n | 39389 | 6.7% |
| t | 35684 | 6.0% |
| r | 33987 | 5.8% |
| e | 30656 | 5.2% |
| u | 27947 | 4.7% |
| h | 25870 | 4.4% |
| m | 24431 | 4.1% |
| Other values (31) | 177797 |
Common
| Value | Count | Frequency (%) |
| 68127 | ||
| , | 18507 | 20.7% |
| . | 2514 | 2.8% |
| - | 463 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 680383 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 101951 | |
| 68127 | 10.0% | |
| i | 53148 | 7.8% |
| d | 39912 | 5.9% |
| n | 39389 | 5.8% |
| t | 35684 | 5.2% |
| r | 33987 | 5.0% |
| e | 30656 | 4.5% |
| u | 27947 | 4.1% |
| h | 25870 | 3.8% |
| Other values (35) | 223712 |
batting_team
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 867.7 KiB |
| PBKS | |
|---|---|
| MI | |
| GT | |
| CSK | |
| LSG | |
| Other values (5) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.7038352 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | KKR |
|---|---|
| 2nd row | KKR |
| 3rd row | KKR |
| 4th row | KKR |
| 5th row | KKR |
Common Values
| Value | Count | Frequency (%) |
| PBKS | 1965 | |
| MI | 1881 | |
| GT | 1832 | |
| CSK | 1743 | |
| LSG | 1741 | |
| RCB | 1712 | |
| RR | 1674 | |
| DC | 1667 | |
| SRH | 1596 | |
| KKR | 1372 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| pbks | 1965 | |
| mi | 1881 | |
| gt | 1832 | |
| csk | 1743 | |
| lsg | 1741 | |
| rcb | 1712 | |
| rr | 1674 | |
| dc | 1667 | |
| srh | 1596 | |
| kkr | 1372 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 8028 | |
| S | 7045 | |
| K | 6452 | |
| C | 5122 | |
| B | 3677 | |
| G | 3573 | |
| P | 1965 | 4.2% |
| M | 1881 | 4.0% |
| I | 1881 | 4.0% |
| T | 1832 | 3.9% |
| Other values (3) | 5004 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 46460 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 8028 | |
| S | 7045 | |
| K | 6452 | |
| C | 5122 | |
| B | 3677 | |
| G | 3573 | |
| P | 1965 | 4.2% |
| M | 1881 | 4.0% |
| I | 1881 | 4.0% |
| T | 1832 | 3.9% |
| Other values (3) | 5004 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46460 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 8028 | |
| S | 7045 | |
| K | 6452 | |
| C | 5122 | |
| B | 3677 | |
| G | 3573 | |
| P | 1965 | 4.2% |
| M | 1881 | 4.0% |
| I | 1881 | 4.0% |
| T | 1832 | 3.9% |
| Other values (3) | 5004 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46460 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 8028 | |
| S | 7045 | |
| K | 6452 | |
| C | 5122 | |
| B | 3677 | |
| G | 3573 | |
| P | 1965 | 4.2% |
| M | 1881 | 4.0% |
| I | 1881 | 4.0% |
| T | 1832 | 3.9% |
| Other values (3) | 5004 |
bowling_team
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 867.6 KiB |
| MI | |
|---|---|
| PBKS | |
| GT | |
| RR | |
| RCB | |
| Other values (5) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.6946401 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RCB |
|---|---|
| 2nd row | RCB |
| 3rd row | RCB |
| 4th row | RCB |
| 5th row | RCB |
Common Values
| Value | Count | Frequency (%) |
| MI | 1919 | |
| PBKS | 1865 | |
| GT | 1837 | |
| RR | 1753 | |
| RCB | 1736 | |
| LSG | 1700 | |
| CSK | 1634 | |
| SRH | 1633 | |
| DC | 1603 | |
| KKR | 1503 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mi | 1919 | |
| pbks | 1865 | |
| gt | 1837 | |
| rr | 1753 | |
| rcb | 1736 | |
| lsg | 1700 | |
| csk | 1634 | |
| srh | 1633 | |
| dc | 1603 | |
| kkr | 1503 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 8378 | |
| S | 6832 | |
| K | 6505 | |
| C | 4973 | |
| B | 3601 | |
| G | 3537 | |
| M | 1919 | 4.1% |
| I | 1919 | 4.1% |
| P | 1865 | 4.0% |
| T | 1837 | 4.0% |
| Other values (3) | 4936 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 46302 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 8378 | |
| S | 6832 | |
| K | 6505 | |
| C | 4973 | |
| B | 3601 | |
| G | 3537 | |
| M | 1919 | 4.1% |
| I | 1919 | 4.1% |
| P | 1865 | 4.0% |
| T | 1837 | 4.0% |
| Other values (3) | 4936 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46302 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 8378 | |
| S | 6832 | |
| K | 6505 | |
| C | 4973 | |
| B | 3601 | |
| G | 3537 | |
| M | 1919 | 4.1% |
| I | 1919 | 4.1% |
| P | 1865 | 4.0% |
| T | 1837 | 4.0% |
| Other values (3) | 4936 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46302 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 8378 | |
| S | 6832 | |
| K | 6505 | |
| C | 4973 | |
| B | 3601 | |
| G | 3537 | |
| M | 1919 | 4.1% |
| I | 1919 | 4.1% |
| P | 1865 | 4.0% |
| T | 1837 | 4.0% |
| Other values (3) | 4936 |
innings
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 839.1 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 6 |
| 4 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 9027 | |
| 2 | 8146 | |
| 3 | 6 | < 0.1% |
| 4 | 4 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9027 | |
| 2 | 8146 | |
| 3 | 6 | < 0.1% |
| 4 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9027 | |
| 2 | 8146 | |
| 3 | 6 | < 0.1% |
| 4 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17183 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9027 | |
| 2 | 8146 | |
| 3 | 6 | < 0.1% |
| 4 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17183 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 9027 | |
| 2 | 8146 | |
| 3 | 6 | < 0.1% |
| 4 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17183 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 9027 | |
| 2 | 8146 | |
| 3 | 6 | < 0.1% |
| 4 | 4 | < 0.1% |
over
Real number (ℝ)
High correlation
| Distinct | 120 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.497032 |
| Minimum | 0.1 |
|---|---|
| Maximum | 19.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 134.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 4.5 |
| median | 9.4 |
| Q3 | 14.3 |
| 95-th percentile | 18.4 |
| Maximum | 19.6 |
| Range | 19.5 |
| Interquartile range (IQR) | 9.8 |
Descriptive statistics
| Standard deviation | 5.6511039 |
|---|---|
| Coefficient of variation (CV) | 0.59503895 |
| Kurtosis | -1.1724849 |
| Mean | 9.497032 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | 0.044332178 |
| Sum | 163187.5 |
| Variance | 31.934975 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5 | 158 | 0.9% |
| 0.1 | 156 | 0.9% |
| 0.4 | 155 | 0.9% |
| 4.1 | 155 | 0.9% |
| 1.2 | 154 | 0.9% |
| 3.6 | 154 | 0.9% |
| 0.2 | 154 | 0.9% |
| 12.5 | 153 | 0.9% |
| 5.5 | 153 | 0.9% |
| 7.4 | 152 | 0.9% |
| Other values (110) | 15639 |
| Value | Count | Frequency (%) |
| 0.1 | 156 | |
| 0.2 | 154 | |
| 0.3 | 152 | |
| 0.4 | 155 | |
| 0.5 | 158 | |
| 0.6 | 149 | |
| 1.1 | 150 | |
| 1.2 | 154 | |
| 1.3 | 150 | |
| 1.4 | 152 |
| Value | Count | Frequency (%) |
| 19.6 | 96 | |
| 19.5 | 102 | |
| 19.4 | 100 | |
| 19.3 | 102 | |
| 19.2 | 114 | |
| 19.1 | 114 | |
| 18.6 | 112 | |
| 18.5 | 116 | |
| 18.4 | 119 | |
| 18.3 | 123 |
striker
Text
| Distinct | 168 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 990.8 KiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 10.035966 |
| Min length | 4 |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | de Kock |
|---|---|
| 2nd row | de Kock |
| 3rd row | de Kock |
| 4th row | de Kock |
| 5th row | de Kock |
| Value | Count | Frequency (%) |
| sharma | 543 | 2.0% |
| sai | 519 | 1.9% |
| sudharsan | 509 | 1.9% |
| iyer | 466 | 1.7% |
| kohli | 466 | 1.7% |
| yadav | 466 | 1.7% |
| suryakumar | 439 | 1.6% |
| shubman | 432 | 1.6% |
| gill | 432 | 1.6% |
| rahul | 432 | 1.6% |
| Other values (230) | 22225 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 24533 | 14.2% |
| h | 13005 | 7.5% |
| r | 11714 | 6.8% |
| i | 11640 | 6.7% |
| 9746 | 5.7% | |
| n | 9172 | 5.3% |
| e | 8623 | 5.0% |
| s | 8385 | 4.9% |
| l | 7423 | 4.3% |
| u | 6128 | 3.6% |
| Other values (41) | 62079 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 135902 | |
| Uppercase Letter | 26746 | 15.5% |
| Space Separator | 9746 | 5.7% |
| Dash Punctuation | 53 | < 0.1% |
| Decimal Number | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 24533 | |
| h | 13005 | |
| r | 11714 | 8.6% |
| i | 11640 | 8.6% |
| n | 9172 | 6.7% |
| e | 8623 | 6.3% |
| s | 8385 | 6.2% |
| l | 7423 | 5.5% |
| u | 6128 | 4.5% |
| t | 4925 | 3.6% |
| Other values (16) | 30354 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5459 | |
| R | 3176 | |
| P | 2761 | |
| A | 2259 | |
| M | 1889 | 7.1% |
| K | 1651 | 6.2% |
| J | 1482 | 5.5% |
| N | 1084 | 4.1% |
| D | 998 | 3.7% |
| B | 915 | 3.4% |
| Other values (12) | 5072 |
Space Separator
| Value | Count | Frequency (%) |
| 9746 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 53 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 162648 | |
| Common | 9800 | 5.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 24533 | |
| h | 13005 | 8.0% |
| r | 11714 | 7.2% |
| i | 11640 | 7.2% |
| n | 9172 | 5.6% |
| e | 8623 | 5.3% |
| s | 8385 | 5.2% |
| l | 7423 | 4.6% |
| u | 6128 | 3.8% |
| S | 5459 | 3.4% |
| Other values (38) | 56566 |
Common
| Value | Count | Frequency (%) |
| 9746 | ||
| - | 53 | 0.5% |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 172448 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 24533 | 14.2% |
| h | 13005 | 7.5% |
| r | 11714 | 6.8% |
| i | 11640 | 6.7% |
| 9746 | 5.7% | |
| n | 9172 | 5.3% |
| e | 8623 | 5.0% |
| s | 8385 | 4.9% |
| l | 7423 | 4.3% |
| u | 6128 | 3.6% |
| Other values (41) | 62079 |
bowler
Text
| Distinct | 128 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 998.1 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 10.475586 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Hazlewood |
|---|---|
| 2nd row | Hazlewood |
| 3rd row | Hazlewood |
| 4th row | Hazlewood |
| 5th row | Hazlewood |
| Value | Count | Frequency (%) |
| sharma | 863 | 3.1% |
| khan | 783 | 2.8% |
| singh | 578 | 2.1% |
| pandya | 508 | 1.8% |
| yadav | 506 | 1.8% |
| kumar | 386 | 1.4% |
| arshdeep | 367 | 1.3% |
| prasidh | 364 | 1.3% |
| siraj | 364 | 1.3% |
| boult | 357 | 1.3% |
| Other values (174) | 22480 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 28741 | |
| h | 15904 | 8.8% |
| r | 12938 | 7.2% |
| e | 10828 | 6.0% |
| 10373 | 5.8% | |
| n | 9574 | 5.3% |
| i | 9134 | 5.1% |
| s | 8589 | 4.8% |
| d | 5391 | 3.0% |
| l | 5373 | 3.0% |
| Other values (41) | 63157 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 142009 | |
| Uppercase Letter | 27620 | 15.3% |
| Space Separator | 10373 | 5.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 28741 | |
| h | 15904 | |
| r | 12938 | |
| e | 10828 | 7.6% |
| n | 9574 | 6.7% |
| i | 9134 | 6.4% |
| s | 8589 | 6.0% |
| d | 5391 | 3.8% |
| l | 5373 | 3.8% |
| u | 5141 | 3.6% |
| Other values (16) | 30396 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 4005 | |
| A | 3545 | |
| K | 2683 | |
| M | 1826 | 6.6% |
| P | 1795 | 6.5% |
| R | 1724 | 6.2% |
| H | 1509 | 5.5% |
| C | 1493 | 5.4% |
| B | 1446 | 5.2% |
| J | 1124 | 4.1% |
| Other values (14) | 6470 |
Space Separator
| Value | Count | Frequency (%) |
| 10373 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 169629 | |
| Common | 10373 | 5.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 28741 | |
| h | 15904 | 9.4% |
| r | 12938 | 7.6% |
| e | 10828 | 6.4% |
| n | 9574 | 5.6% |
| i | 9134 | 5.4% |
| s | 8589 | 5.1% |
| d | 5391 | 3.2% |
| l | 5373 | 3.2% |
| u | 5141 | 3.0% |
| Other values (40) | 58016 |
Common
| Value | Count | Frequency (%) |
| 10373 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 180002 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 28741 | |
| h | 15904 | 8.8% |
| r | 12938 | 7.2% |
| e | 10828 | 6.0% |
| 10373 | 5.8% | |
| n | 9574 | 5.3% |
| i | 9134 | 5.1% |
| s | 8589 | 4.8% |
| d | 5391 | 3.0% |
| l | 5373 | 3.0% |
| Other values (41) | 63157 |
runs_of_bat
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.466333 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 6253 |
| Zeros (%) | 36.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 134.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8102624 |
|---|---|
| Coefficient of variation (CV) | 1.2345507 |
| Kurtosis | 0.63430706 |
| Mean | 1.466333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3485842 |
| Sum | 25196 |
| Variance | 3.27705 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 6387 | |
| 0 | 6253 | |
| 4 | 2251 | 13.1% |
| 6 | 1297 | 7.5% |
| 2 | 966 | 5.6% |
| 3 | 27 | 0.2% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6253 | |
| 1 | 6387 | |
| 2 | 966 | 5.6% |
| 3 | 27 | 0.2% |
| 4 | 2251 | 13.1% |
| 5 | 2 | < 0.1% |
| 6 | 1297 | 7.5% |
| Value | Count | Frequency (%) |
| 6 | 1297 | 7.5% |
| 5 | 2 | < 0.1% |
| 4 | 2251 | 13.1% |
| 3 | 27 | 0.2% |
| 2 | 966 | 5.6% |
| 1 | 6387 | |
| 0 | 6253 |
extras
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06838154 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 16218 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 134.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.33728563 |
|---|---|
| Coefficient of variation (CV) | 4.9324076 |
| Kurtosis | 93.362626 |
| Mean | 0.06838154 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.1834437 |
| Sum | 1175 |
| Variance | 0.11376159 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 16218 | |
| 1 | 878 | 5.1% |
| 2 | 37 | 0.2% |
| 4 | 25 | 0.1% |
| 5 | 24 | 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16218 | |
| 1 | 878 | 5.1% |
| 2 | 37 | 0.2% |
| 3 | 1 | < 0.1% |
| 4 | 25 | 0.1% |
| 5 | 24 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 24 | 0.1% |
| 4 | 25 | 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 37 | 0.2% |
| 1 | 878 | 5.1% |
| 0 | 16218 |
wide
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 839.1 KiB |
| 0 | |
|---|---|
| 1 | 658 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 16525 | |
| 1 | 658 | 3.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 16525 | |
| 1 | 658 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16525 | |
| 1 | 658 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17183 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16525 | |
| 1 | 658 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17183 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16525 | |
| 1 | 658 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17183 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16525 | |
| 1 | 658 | 3.8% |
legbyes
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 839.1 KiB |
| 0 | |
|---|---|
| 1 | 208 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 16975 | |
| 1 | 208 | 1.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 16975 | |
| 1 | 208 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16975 | |
| 1 | 208 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17183 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16975 | |
| 1 | 208 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17183 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16975 | |
| 1 | 208 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17183 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16975 | |
| 1 | 208 | 1.2% |
byes
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 839.1 KiB |
| 0 | |
|---|---|
| 1 | 27 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 17156 | |
| 1 | 27 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 17156 | |
| 1 | 27 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17156 | |
| 1 | 27 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17183 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17156 | |
| 1 | 27 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17183 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17156 | |
| 1 | 27 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17183 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17156 | |
| 1 | 27 | 0.2% |
noballs
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 839.1 KiB |
| 0 | |
|---|---|
| 1 | 68 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 17115 | |
| 1 | 68 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 17115 | |
| 1 | 68 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17115 | |
| 1 | 68 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17183 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17115 | |
| 1 | 68 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17183 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17115 | |
| 1 | 68 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17183 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17115 | |
| 1 | 68 | 0.4% |
wicket_type
Categorical
Imbalance
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 938.9 KiB |
| not out | |
|---|---|
| caught | 622 |
| bowled | 133 |
| lbw | 53 |
| runout | 39 |
| Other values (4) | 25 |
Length
| Max length | 12 |
|---|---|
| Median length | 7 |
| Mean length | 6.9430251 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | not out |
|---|---|
| 2nd row | not out |
| 3rd row | not out |
| 4th row | not out |
| 5th row | caught |
Common Values
| Value | Count | Frequency (%) |
| not out | 16311 | |
| caught | 622 | 3.6% |
| bowled | 133 | 0.8% |
| lbw | 53 | 0.3% |
| runout | 39 | 0.2% |
| stumped | 18 | 0.1% |
| hit wicket | 3 | < 0.1% |
| retired out | 2 | < 0.1% |
| retired hurt | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| out | 16313 | |
| not | 16311 | |
| caught | 622 | 1.9% |
| bowled | 133 | 0.4% |
| lbw | 53 | 0.2% |
| runout | 39 | 0.1% |
| stumped | 18 | 0.1% |
| retired | 4 | < 0.1% |
| hit | 3 | < 0.1% |
| wicket | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 33315 | |
| o | 32796 | |
| u | 17033 | |
| n | 16350 | |
| 16318 | ||
| h | 627 | 0.5% |
| c | 625 | 0.5% |
| a | 622 | 0.5% |
| g | 622 | 0.5% |
| w | 189 | 0.2% |
| Other values (10) | 805 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 102984 | |
| Space Separator | 16318 | 13.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 33315 | |
| o | 32796 | |
| u | 17033 | |
| n | 16350 | |
| h | 627 | 0.6% |
| c | 625 | 0.6% |
| a | 622 | 0.6% |
| g | 622 | 0.6% |
| w | 189 | 0.2% |
| b | 186 | 0.2% |
| Other values (9) | 619 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 16318 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 102984 | |
| Common | 16318 | 13.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 33315 | |
| o | 32796 | |
| u | 17033 | |
| n | 16350 | |
| h | 627 | 0.6% |
| c | 625 | 0.6% |
| a | 622 | 0.6% |
| g | 622 | 0.6% |
| w | 189 | 0.2% |
| b | 186 | 0.2% |
| Other values (9) | 619 | 0.6% |
Common
| Value | Count | Frequency (%) |
| 16318 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 119302 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 33315 | |
| o | 32796 | |
| u | 17033 | |
| n | 16350 | |
| 16318 | ||
| h | 627 | 0.5% |
| c | 625 | 0.5% |
| a | 622 | 0.5% |
| g | 622 | 0.5% |
| w | 189 | 0.2% |
| Other values (10) | 805 | 0.7% |
player_dismissed
Text
| Distinct | 149 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 894.7 KiB |
Length
| Max length | 20 |
|---|---|
| Median length | 4 |
| Mean length | 4.311296 |
| Min length | 4 |
Unique
| Unique | 28 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | de Kock |
| Value | Count | Frequency (%) |
| none | 16311 | |
| sharma | 28 | 0.2% |
| singh | 22 | 0.1% |
| iyer | 19 | 0.1% |
| rahul | 18 | 0.1% |
| nitish | 18 | 0.1% |
| priyansh | 17 | 0.1% |
| ayush | 17 | 0.1% |
| arya | 17 | 0.1% |
| prabhsimran | 17 | 0.1% |
| Other values (203) | 1205 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 16791 | |
| n | 16788 | |
| o | 16530 | |
| N | 16379 | |
| a | 1241 | 1.7% |
| h | 645 | 0.9% |
| i | 605 | 0.8% |
| r | 602 | 0.8% |
| 506 | 0.7% | |
| s | 428 | 0.6% |
| Other values (40) | 3566 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55883 | |
| Uppercase Letter | 17686 | 23.9% |
| Space Separator | 506 | 0.7% |
| Dash Punctuation | 6 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 16791 | |
| n | 16788 | |
| o | 16530 | |
| a | 1241 | 2.2% |
| h | 645 | 1.2% |
| i | 605 | 1.1% |
| r | 602 | 1.1% |
| s | 428 | 0.8% |
| l | 350 | 0.6% |
| u | 277 | 0.5% |
| Other values (16) | 1626 | 2.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 16379 | |
| S | 232 | 1.3% |
| R | 170 | 1.0% |
| P | 148 | 0.8% |
| A | 143 | 0.8% |
| M | 94 | 0.5% |
| K | 85 | 0.5% |
| J | 70 | 0.4% |
| H | 49 | 0.3% |
| D | 48 | 0.3% |
| Other values (12) | 268 | 1.5% |
Space Separator
| Value | Count | Frequency (%) |
| 506 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 73569 | |
| Common | 512 | 0.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 16791 | |
| n | 16788 | |
| o | 16530 | |
| N | 16379 | |
| a | 1241 | 1.7% |
| h | 645 | 0.9% |
| i | 605 | 0.8% |
| r | 602 | 0.8% |
| s | 428 | 0.6% |
| l | 350 | 0.5% |
| Other values (38) | 3210 | 4.4% |
Common
| Value | Count | Frequency (%) |
| 506 | ||
| - | 6 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74081 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 16791 | |
| n | 16788 | |
| o | 16530 | |
| N | 16379 | |
| a | 1241 | 1.7% |
| h | 645 | 0.9% |
| i | 605 | 0.8% |
| r | 602 | 0.8% |
| 506 | 0.7% | |
| s | 428 | 0.6% |
| Other values (40) | 3566 | 4.8% |
fielder
Text
| Distinct | 190 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 893.8 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 4 |
| Mean length | 4.2568818 |
| Min length | 4 |
Unique
| Unique | 64 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | Jitesh Sharma |
| Value | Count | Frequency (%) |
| none | 16504 | |
| sharma | 40 | 0.2% |
| singh | 27 | 0.2% |
| jitesh | 20 | 0.1% |
| rickelton | 17 | 0.1% |
| khan | 17 | 0.1% |
| hetmyer | 13 | 0.1% |
| sai | 12 | 0.1% |
| yadav | 12 | 0.1% |
| dhir | 12 | 0.1% |
| Other values (251) | 927 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 16938 | |
| e | 16914 | |
| o | 16668 | |
| N | 16547 | |
| a | 967 | 1.3% |
| h | 535 | 0.7% |
| i | 474 | 0.6% |
| r | 465 | 0.6% |
| 418 | 0.6% | |
| s | 350 | 0.5% |
| Other values (44) | 2870 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55056 | |
| Uppercase Letter | 17623 | 24.1% |
| Space Separator | 418 | 0.6% |
| Other Punctuation | 21 | < 0.1% |
| Close Punctuation | 12 | < 0.1% |
| Open Punctuation | 12 | < 0.1% |
| Dash Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 16938 | |
| e | 16914 | |
| o | 16668 | |
| a | 967 | 1.8% |
| h | 535 | 1.0% |
| i | 474 | 0.9% |
| r | 465 | 0.8% |
| s | 350 | 0.6% |
| l | 269 | 0.5% |
| t | 232 | 0.4% |
| Other values (15) | 1244 | 2.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 16547 | |
| S | 203 | 1.2% |
| R | 113 | 0.6% |
| A | 96 | 0.5% |
| P | 89 | 0.5% |
| K | 76 | 0.4% |
| J | 75 | 0.4% |
| M | 72 | 0.4% |
| D | 56 | 0.3% |
| B | 51 | 0.3% |
| Other values (14) | 245 | 1.4% |
Space Separator
| Value | Count | Frequency (%) |
| 418 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 21 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 12 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 12 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 72679 | |
| Common | 467 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 16938 | |
| e | 16914 | |
| o | 16668 | |
| N | 16547 | |
| a | 967 | 1.3% |
| h | 535 | 0.7% |
| i | 474 | 0.7% |
| r | 465 | 0.6% |
| s | 350 | 0.5% |
| l | 269 | 0.4% |
| Other values (39) | 2552 | 3.5% |
Common
| Value | Count | Frequency (%) |
| 418 | ||
| / | 21 | 4.5% |
| ) | 12 | 2.6% |
| ( | 12 | 2.6% |
| - | 4 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73146 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 16938 | |
| e | 16914 | |
| o | 16668 | |
| N | 16547 | |
| a | 967 | 1.3% |
| h | 535 | 0.7% |
| i | 474 | 0.6% |
| r | 465 | 0.6% |
| 418 | 0.6% | |
| s | 350 | 0.5% |
| Other values (44) | 2870 | 3.9% |
is_wicket
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 839.1 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 17183 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 17183 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 17183 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17183 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 17183 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17183 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 17183 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17183 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 17183 |
over_number
Real number (ℝ)
High correlation Zeros
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.1482861 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 924 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 9 |
| Q3 | 14 |
| 95-th percentile | 18 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.6498443 |
|---|---|
| Coefficient of variation (CV) | 0.617585 |
| Kurtosis | -1.1738747 |
| Mean | 9.1482861 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.045329076 |
| Sum | 157195 |
| Variance | 31.920741 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0 | 924 | 5.4% |
| 4 | 903 | 5.3% |
| 5 | 900 | 5.2% |
| 1 | 900 | 5.2% |
| 3 | 899 | 5.2% |
| 2 | 892 | 5.2% |
| 12 | 889 | 5.2% |
| 7 | 888 | 5.2% |
| 8 | 888 | 5.2% |
| 9 | 887 | 5.2% |
| Other values (10) | 8213 |
| Value | Count | Frequency (%) |
| 0 | 924 | |
| 1 | 900 | |
| 2 | 892 | |
| 3 | 899 | |
| 4 | 903 | |
| 5 | 900 | |
| 6 | 885 | |
| 7 | 888 | |
| 8 | 888 | |
| 9 | 887 |
| Value | Count | Frequency (%) |
| 19 | 628 | |
| 18 | 729 | |
| 17 | 779 | |
| 16 | 819 | |
| 15 | 856 | |
| 14 | 874 | |
| 13 | 876 | |
| 12 | 889 | |
| 11 | 886 | |
| 10 | 881 |
Interactions
Correlations
| batting_team | bowling_team | byes | extras | innings | legbyes | match_no | noballs | over | over_number | runs_of_bat | stage | venue | wicket_type | wide | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| batting_team | 1.000 | 0.166 | 0.012 | 0.014 | 0.142 | 0.024 | 0.154 | 0.000 | 0.000 | 0.000 | 0.024 | 0.289 | 0.434 | 0.007 | 0.026 |
| bowling_team | 0.166 | 1.000 | 0.014 | 0.004 | 0.141 | 0.031 | 0.158 | 0.022 | 0.000 | 0.000 | 0.016 | 0.290 | 0.438 | 0.008 | 0.032 |
| byes | 0.012 | 0.014 | 1.000 | 0.244 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.015 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 |
| extras | 0.014 | 0.004 | 0.244 | 1.000 | 0.000 | 0.498 | -0.002 | 0.263 | 0.031 | 0.032 | -0.266 | 0.011 | 0.012 | 0.016 | 0.831 |
| innings | 0.142 | 0.141 | 0.000 | 0.000 | 1.000 | 0.000 | 0.041 | 0.047 | 0.056 | 0.056 | 0.000 | 0.000 | 0.038 | 0.073 | 0.000 |
| legbyes | 0.024 | 0.031 | 0.000 | 0.498 | 0.000 | 1.000 | 0.000 | 0.000 | 0.024 | 0.024 | 0.145 | 0.008 | 0.018 | 0.014 | 0.019 |
| match_no | 0.154 | 0.158 | 0.000 | -0.002 | 0.041 | 0.000 | 1.000 | 0.000 | 0.007 | 0.007 | 0.021 | 0.669 | 0.411 | 0.009 | 0.017 |
| noballs | 0.000 | 0.022 | 0.000 | 0.263 | 0.047 | 0.000 | 0.000 | 1.000 | 0.015 | 0.015 | 0.000 | 0.000 | 0.015 | 0.000 | 0.007 |
| over | 0.000 | 0.000 | 0.015 | 0.031 | 0.056 | 0.024 | 0.007 | 0.015 | 1.000 | 0.999 | 0.069 | 0.000 | 0.000 | 0.040 | 0.054 |
| over_number | 0.000 | 0.000 | 0.015 | 0.032 | 0.056 | 0.024 | 0.007 | 0.015 | 0.999 | 1.000 | 0.070 | 0.000 | 0.000 | 0.040 | 0.054 |
| runs_of_bat | 0.024 | 0.016 | 0.049 | -0.266 | 0.000 | 0.145 | 0.021 | 0.000 | 0.069 | 0.070 | 1.000 | 0.011 | 0.024 | 0.121 | 0.263 |
| stage | 0.289 | 0.290 | 0.000 | 0.011 | 0.000 | 0.008 | 0.669 | 0.000 | 0.000 | 0.000 | 0.011 | 1.000 | 0.625 | 0.008 | 0.005 |
| venue | 0.434 | 0.438 | 0.000 | 0.012 | 0.038 | 0.018 | 0.411 | 0.015 | 0.000 | 0.000 | 0.024 | 0.625 | 1.000 | 0.014 | 0.023 |
| wicket_type | 0.007 | 0.008 | 0.000 | 0.016 | 0.073 | 0.014 | 0.009 | 0.000 | 0.040 | 0.040 | 0.121 | 0.008 | 0.014 | 1.000 | 0.050 |
| wide | 0.026 | 0.032 | 0.000 | 0.831 | 0.000 | 0.019 | 0.017 | 0.007 | 0.054 | 0.054 | 0.263 | 0.005 | 0.023 | 0.050 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| match_no | date | stage | venue | batting_team | bowling_team | innings | over | striker | bowler | runs_of_bat | extras | wide | legbyes | byes | noballs | wicket_type | player_dismissed | fielder | is_wicket | over_number | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 0.1 | de Kock | Hazlewood | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 0 |
| 1 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 0.2 | de Kock | Hazlewood | 4 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 0 |
| 2 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 0.3 | de Kock | Hazlewood | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 0 |
| 3 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 0.4 | de Kock | Hazlewood | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 0 |
| 4 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 0.5 | de Kock | Hazlewood | 0 | 0 | 0 | 0 | 0 | 0 | caught | de Kock | Jitesh Sharma | 1 | 0 |
| 5 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 0.6 | Rahane | Hazlewood | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 0 |
| 6 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 1.1 | Narine | Yash Dayal | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 1 |
| 7 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 1.2 | Narine | Yash Dayal | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 1 |
| 8 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 1.3 | Narine | Yash Dayal | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 1 |
| 9 | 1 | Mar 22, 2025 | League stage | Eden Gardens, Kolkata | KKR | RCB | 1 | 1.4 | Narine | Yash Dayal | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 1 |
| match_no | date | stage | venue | batting_team | bowling_team | innings | over | striker | bowler | runs_of_bat | extras | wide | legbyes | byes | noballs | wicket_type | player_dismissed | fielder | is_wicket | over_number | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17173 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 18.3 | Shashank Singh | Bhuvneshwar | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 18 |
| 17174 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 18.4 | Shashank Singh | Bhuvneshwar | 4 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 18 |
| 17175 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 18.5 | Shashank Singh | Bhuvneshwar | 2 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 18 |
| 17176 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 18.6 | Shashank Singh | Bhuvneshwar | 1 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 18 |
| 17177 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 19.1 | Shashank Singh | Hazlewood | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 19 |
| 17178 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 19.2 | Shashank Singh | Hazlewood | 0 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 19 |
| 17179 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 19.3 | Shashank Singh | Hazlewood | 6 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 19 |
| 17180 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 19.4 | Shashank Singh | Hazlewood | 4 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 19 |
| 17181 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 19.5 | Shashank Singh | Hazlewood | 6 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 19 |
| 17182 | 74 | Jun 03, 2025 | Playoffs stage | Narendra Modi Stadium, Ahmedabad | PBKS | RCB | 2 | 19.6 | Shashank Singh | Hazlewood | 6 | 0 | 0 | 0 | 0 | 0 | not out | None | None | 1 | 19 |